Labs

The primary homework assignments in this course are lab assignments where you will use R and occassionally other software to acquire, explore, wrangle, and manage different data sets. Please submit a PDF (preferred) or HTML file along with your qmd file. Labs should be submitted on Blackboard.

Bias-Variance Tradeoff (Template)

The Linear Model (Template)

Classification (Template)

Regularization and Generalization (Template)

Trees and Ensembles (Template)

Causal Inference (Template)

Neural Networks and Deep Learning (Template)

Unsupervised Learning and Pre-Trained Models (Template)